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TensorFlow Model Analysis 0.44.0
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@rtg0795 rtg0795 released this 14 Apr 19:45
v0.44.0
41ec825
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Learn about vigilant mode.

Major Features and Improvements

  • Add BinaryCrossEntropy and CategoricalCrossEntropy.
  • Add MeanAbsolutePercentageError and MeanSquaredLogarithmicError
  • Add SetMatchPrecision and SetMatchRecall

Bug fixes and other Changes

  • Fix for jupiter notebook
  • Fix element dimension inconsistency when some of the extracts have missing
    key.
  • Add public visibility to the servo beam extractor.
  • Fix for bug where binary_confusion_matrices with different class_weights are
    considered identical and deduplicated.
  • Fixes bug where positive / negative axes labels are reversed in prediction
    distribution plot.
  • Depends on numpy~=1.22.0.
  • Modify ExampleCount to not depend on labels and predictions.
  • Add class_id info into sub_key in metric_key for object detection confusion
    matrix metrics.
  • Add class_id info into sub_key in plot_key for object detection confusion
    matrix plot.
  • Fix a bug that auto_pivot dropped nan when deciding which columns are
    multivalent for pivoting.
  • Depends on tensorflow>=2.12.0,<2.13.
  • Depends on protobuf>=3.20.3,<5.
  • Depends on tfx-bsl>=1.13.0,<1.14.0.
  • Depends on tensorflow-metadata>=1.13.1,<1.14.0.

Breaking Changes

  • N/A

Deprecations

Deprecated python3.7 support.

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